From 56643c7634573d960dc5b7e98ae5d64045fba33f Mon Sep 17 00:00:00 2001 From: zhonghao lu Date: Tue, 16 Sep 2025 15:46:41 +0800 Subject: [PATCH 1/3] uv add edgartools --- python/.env.example | 14 +- python/pyproject.toml | 4 +- python/uv.lock | 356 ++++++++++++++++++++++- python/valuecell/agents/sec_13F_agent.py | 264 +++++++++++------ 4 files changed, 554 insertions(+), 84 deletions(-) diff --git a/python/.env.example b/python/.env.example index 3d352dab0..4f86ab83e 100644 --- a/python/.env.example +++ b/python/.env.example @@ -24,4 +24,16 @@ API_DEBUG=false # Database settings DB_CHARSET=utf8mb4 -DB_COLLATION=utf8mb4_unicode_ci \ No newline at end of file +DB_COLLATION=utf8mb4_unicode_ci + +# SEC Agent Configuration +# Email address for SEC API requests (required by SEC) +SEC_EMAIL=your.name@example.com + +# Model IDs for OpenRouter +PARSER_MODEL_ID=openai/gpt-4o-mini +ANALYSIS_MODEL_ID=deepseek/deepseek-chat-v3-0324 + +# SEC Agent Settings +MAX_FILINGS=5 +REQUEST_TIMEOUT=30 \ No 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+2073,8 @@ requires-dist = [ { name = "a2a-sdk", extras = ["http-server"], specifier = ">=0.3.4" }, { name = "agno", extras = ["openai"], specifier = ">=1.8.2,<2.0" }, { name = "akshare", specifier = ">=1.17.44" }, + { name = "edgar", specifier = ">=5.0.0" }, + { name = "edgartools", specifier = ">=4.12.2" }, { name = "fastapi", specifier = ">=0.104.0" }, { name = "pydantic", specifier = ">=2.0.0" }, { name = "pytest", marker = "extra == 'dev'", specifier = ">=7.4.0" }, diff --git a/python/valuecell/agents/sec_13F_agent.py b/python/valuecell/agents/sec_13F_agent.py index 3a53ee274..1205d5f79 100644 --- a/python/valuecell/agents/sec_13F_agent.py +++ b/python/valuecell/agents/sec_13F_agent.py @@ -1,14 +1,19 @@ import asyncio +import logging +import os from agno.agent import Agent, RunResponse, RunResponseEvent # noqa from agno.models.openrouter import OpenRouter from edgar import Company, set_identity from pydantic import BaseModel, Field, field_validator -# from valuecell.core.agent.decorator import serve from valuecell.core.agent.types import BaseAgent from valuecell.core.agent.decorator import create_wrapped_agent +# Configure logging +logging.basicConfig(level=logging.INFO) +logger = logging.getLogger(__name__) + class Sec13FundRequest(BaseModel): ticker: str = Field( @@ -19,7 +24,22 @@ class Sec13FundRequest(BaseModel): @field_validator("ticker") @classmethod def validate_tickers(cls, v): - return v + if not v or not isinstance(v, str): + raise ValueError("Ticker must be a non-empty string") + return v.upper().strip() + + +class Sec13FundAgentConfig: + """Configuration management class for SEC 13F Agent""" + + def __init__(self): + self.sec_email = os.getenv("SEC_EMAIL", "your.name@example.com") + self.parser_model_id = os.getenv("PARSER_MODEL_ID", "openai/gpt-4o-mini") + self.analysis_model_id = os.getenv( + "ANALYSIS_MODEL_ID", "deepseek/deepseek-chat-v3-0324" + ) + self.max_filings = int(os.getenv("MAX_FILINGS", "5")) + self.request_timeout = int(os.getenv("REQUEST_TIMEOUT", "30")) # @serve(name="sec13fundAgent") @@ -30,86 +50,168 @@ class Sec13FundAgent(BaseAgent): def __init__(self): super().__init__() - # 用于解析查询的Agent - self.parser_agent = Agent( - model=OpenRouter(id="openai/gpt-5-mini"), - response_model=Sec13FundRequest, - markdown=True, - ) - # 用于分析的Agent - self.analysis_agent = Agent( - model=OpenRouter(id="deepseek/deepseek-chat-v3-0324"), - markdown=True, - ) - - async def stream(self, query, session_id, task_id): - run_response = self.parser_agent.run( - f"Parse the following sec 13 funds request and extract the parameters: {query}" - ) - sec_13_fund_request = run_response.content - company_name = sec_13_fund_request.ticker - - set_identity("your.name@example.com") - # %% - brk = Company(company_name) - filings = brk.get_filings(form="13F-HR").head(3) - - # %% - o = filings[1].obj() - current = o.infotable.to_json() - - # %% - o = filings[2].obj() - pre = o.infotable.to_json() - - analysis_prompt = f""" - As a professional investment analyst, please conduct an in-depth analysis of the following 13F holdings data: - - ## Previous Holdings Data: - {pre} - - ## Current Holdings Data: - {current} - - ## Analysis Requirements: - Please provide professional analysis from the following perspectives: - - ### 1. Holdings Changes Summary - - New Positions: List newly acquired stocks and potential investment rationale - - Exits/Reductions: Analyze divested stocks and speculated reasons - - Position Adjustments: Focus on stocks with position changes exceeding 20% - - ### 2. Sector Allocation Analysis - - Sector Weight Changes: Adjustments in sector allocation percentages - - Investment Preferences: Changes in sector preferences reflected by capital flows - - Concentration Changes: Adjustments in portfolio concentration - - ### 3. Key Holdings Analysis - - Specific changes in top 10 holdings - - Calculate increase/decrease percentages for major positions - - Analyze possible reasons for significant position adjustments - - ### 4. Investment Strategy Insights - - Investment style adjustments reflected in holdings changes - - Market trend judgments and responses - - Changes in risk appetite - - ## Output Requirements: - Please output analysis results in a clear structure, including: - - 📊 **Key Findings**: 3-5 critical insights - - 📈 **Important Data**: Specific change data and percentages - - 🎯 **Investment Insights**: Reference value for investors - - ⚠️ **Risk Alerts**: Risk points that need attention - - Please ensure the analysis is objective and professional, based on factual data, avoiding excessive speculation. + self.config = Sec13FundAgentConfig() + + try: + # Agent for parsing queries + self.parser_agent = Agent( + model=OpenRouter(id=self.config.parser_model_id), + response_model=Sec13FundRequest, + markdown=True, + ) + # Agent for analysis + self.analysis_agent = Agent( + model=OpenRouter(id=self.config.analysis_model_id), + markdown=True, + ) + logger.info("SEC 13F Agent initialized successfully") + except Exception as e: + logger.error(f"Failed to initialize SEC 13F Agent: {e}") + raise + + async def stream(self, query: str, session_id: str, task_id: str): """ - - result = self.analysis_agent.run(analysis_prompt) - - yield { - "content": result.content, - "is_task_complete": True, - } + Main method for processing SEC 13F analysis requests + """ + try: + # 1. Parse query parameters + logger.info( + f"Processing SEC 13F request for session {session_id}, task {task_id}" + ) + + try: + run_response = self.parser_agent.run( + f"Parse the following sec 13 funds request and extract the parameters: {query}" + ) + sec_13_fund_request = run_response.content + company_name = sec_13_fund_request.ticker + logger.info(f"Parsed ticker: {company_name}") + except Exception as e: + logger.error(f"Failed to parse query: {e}") + yield { + "content": f"❌ **Parse Error**: Unable to parse query parameters. Please ensure you provide a valid stock ticker.\nError details: {str(e)}", + "is_task_complete": True, + } + return + + # 2. Set SEC identity and get company data + try: + set_identity(self.config.sec_email) + company = Company(company_name) + logger.info(f"Created company object for {company_name}") + except Exception as e: + logger.error(f"Failed to create company object: {e}") + yield { + "content": f"❌ **Company Query Error**: Unable to find company for ticker '{company_name}'.\nError details: {str(e)}", + "is_task_complete": True, + } + return + + # 3. Get 13F-HR filings + try: + filings = company.get_filings(form="13F-HR").head( + self.config.max_filings + ) + if len(filings) < 2: + yield { + "content": f"❌ **Insufficient Data**: Company '{company_name}' has insufficient 13F-HR filings (at least 2 filings required for comparison analysis).", + "is_task_complete": True, + } + return + logger.info(f"Retrieved {len(filings)} filings for {company_name}") + except Exception as e: + logger.error(f"Failed to get filings: {e}") + yield { + "content": f"❌ **Filing Retrieval Error**: Unable to retrieve 13F-HR filings for company '{company_name}'.\nError details: {str(e)}", + "is_task_complete": True, + } + return + + # 4. Parse filing data (fixed data order logic) + try: + # Get the latest filing (index 0 is the most recent) + current_filing = filings.iloc[0].obj() + current_data = current_filing.infotable.to_json() + + # Get the previous filing (index 1 is the previous period) + previous_filing = filings.iloc[1].obj() + previous_data = previous_filing.infotable.to_json() + + logger.info("Successfully parsed current and previous holdings data") + except Exception as e: + logger.error(f"Failed to parse filing data: {e}") + yield { + "content": f"❌ **Data Parsing Error**: Unable to parse 13F-HR filing data.\nError details: {str(e)}", + "is_task_complete": True, + } + return + + # 5. Generate analysis report + try: + analysis_prompt = f""" + As a professional investment analyst, please conduct an in-depth analysis of the following 13F holdings data: + + ## Previous Holdings Data (Earlier Period): + {previous_data} + + ## Current Holdings Data (Latest Period): + {current_data} + + ## Analysis Requirements: + Please provide professional analysis from the following perspectives: + + ### 1. Holdings Changes Summary + - New Positions: List newly acquired stocks and potential investment rationale + - Exits/Reductions: Analyze divested stocks and speculated reasons + - Position Adjustments: Focus on stocks with position changes exceeding 20% + + ### 2. Sector Allocation Analysis + - Sector Weight Changes: Adjustments in sector allocation percentages + - Investment Preferences: Changes in sector preferences reflected by capital flows + - Concentration Changes: Adjustments in portfolio concentration + + ### 3. Key Holdings Analysis + - Specific changes in top 10 holdings + - Calculate increase/decrease percentages for major positions + - Analyze possible reasons for significant position adjustments + + ### 4. Investment Strategy Insights + - Investment style adjustments reflected in holdings changes + - Market trend judgments and responses + - Changes in risk appetite + + ## Output Requirements: + Please output analysis results in a clear structure, including: + - 📊 **Key Findings**: 3-5 critical insights + - 📈 **Important Data**: Specific change data and percentages + - 🎯 **Investment Insights**: Reference value for investors + - ⚠️ **Risk Alerts**: Risk points that need attention + + Please ensure the analysis is objective and professional, based on factual data, avoiding excessive speculation. + """ + + result = self.analysis_agent.run(analysis_prompt) + logger.info("Analysis completed successfully") + + yield { + "content": result.content, + "is_task_complete": True, + } + + except Exception as e: + logger.error(f"Failed to generate analysis: {e}") + yield { + "content": f"❌ **Analysis Generation Error**: Unable to generate analysis report.\nError details: {str(e)}", + "is_task_complete": True, + } + return + + except Exception as e: + logger.error(f"Unexpected error in stream method: {e}") + yield { + "content": f"❌ **System Error**: An unexpected error occurred while processing the request.\nError details: {str(e)}", + "is_task_complete": True, + } if __name__ == "__main__": From 8e8a84ae985428295a61a526bd5c54d8c2cbb796 Mon Sep 17 00:00:00 2001 From: zhonghao lu Date: Tue, 16 Sep 2025 15:55:42 +0800 Subject: [PATCH 2/3] fix edgartools import --- python/pyproject.toml | 1 - python/uv.lock | 17 ----------------- 2 files changed, 18 deletions(-) diff --git a/python/pyproject.toml b/python/pyproject.toml index 719dd33c6..1e44692d3 100644 --- a/python/pyproject.toml +++ b/python/pyproject.toml @@ -20,7 +20,6 @@ dependencies = [ "requests>=2.32.5", "akshare>=1.17.44", "agno[openai]>=1.8.2,<2.0", - "edgar>=5.0.0", "edgartools>=4.12.2", ] diff --git a/python/uv.lock b/python/uv.lock index a8d8192f0..f5651aa98 100644 --- a/python/uv.lock +++ b/python/uv.lock @@ -460,21 +460,6 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/55/e2/2537ebcff11c1ee1ff17d8d0b6f4db75873e3b0fb32c2d4a2ee31ecb310a/docstring_parser-0.17.0-py3-none-any.whl", hash = "sha256:cf2569abd23dce8099b300f9b4fa8191e9582dda731fd533daf54c4551658708", size = 36896, upload-time = "2025-07-21T07:35:00.684Z" }, ] -[[package]] -name = "edgar" -version = "5.6.3" -source = { registry = "https://pypi.org/simple" } -dependencies = [ - { name = "lxml" }, - { name = "rapidfuzz" }, - { name = "requests" }, - { name = "tqdm" }, -] -sdist = { url = "https://files.pythonhosted.org/packages/fc/62/6aad0e8c98c11935b90e4c256bdc209fd38ebfe4c4dfd4ffe7a4f14cad07/edgar-5.6.3.tar.gz", hash = "sha256:6e8ca83809a72ee3872736fac211b01fada7d3228052a088437717147f445a07", size = 24883, upload-time = "2024-10-13T08:13:39.657Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/d0/b4/36966cabbaddc606111c59adb6b0fa25b615679089fcbc9bbfc167e2f582/edgar-5.6.3-py3-none-any.whl", hash = "sha256:4f4d1c299c8ef61e4be40812d24588ff6d230ed16e884083204a5601f6a465ba", size = 23632, upload-time = "2024-10-13T08:13:36.82Z" }, -] - [[package]] name = "edgartools" version = "4.12.2" @@ -2048,7 +2033,6 @@ dependencies = [ { name = "a2a-sdk", extra = ["http-server"] }, { name = "agno", extra = ["openai"] }, { name = "akshare" }, - { name = "edgar" }, { name = "edgartools" }, { name = "fastapi" }, { name = "pydantic" }, @@ -2073,7 +2057,6 @@ requires-dist = [ { name = "a2a-sdk", extras = ["http-server"], specifier = ">=0.3.4" }, { name = "agno", extras = ["openai"], specifier = ">=1.8.2,<2.0" }, { name = "akshare", specifier = ">=1.17.44" }, - { name = "edgar", specifier = ">=5.0.0" }, { name = "edgartools", specifier = ">=4.12.2" }, { name = "fastapi", specifier = ">=0.104.0" }, { name = "pydantic", specifier = ">=2.0.0" }, From 7470a9960b2deb8efe4acf5b8cf1dff8d28faaf5 Mon Sep 17 00:00:00 2001 From: zhonghao lu Date: Tue, 16 Sep 2025 16:03:02 +0800 Subject: [PATCH 3/3] rename sec env variable --- python/.env.example | 8 ++++---- python/valuecell/agents/sec_13F_agent.py | 8 ++++---- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/python/.env.example b/python/.env.example index 4f86ab83e..45d6c8d2d 100644 --- a/python/.env.example +++ b/python/.env.example @@ -31,9 +31,9 @@ DB_COLLATION=utf8mb4_unicode_ci SEC_EMAIL=your.name@example.com # Model IDs for OpenRouter -PARSER_MODEL_ID=openai/gpt-4o-mini -ANALYSIS_MODEL_ID=deepseek/deepseek-chat-v3-0324 +SEC_PARSER_MODEL_ID=openai/gpt-4o-mini +SEC_ANALYSIS_MODEL_ID=deepseek/deepseek-chat-v3-0324 # SEC Agent Settings -MAX_FILINGS=5 -REQUEST_TIMEOUT=30 \ No newline at end of file +SEC_MAX_FILINGS=5 +SEC_REQUEST_TIMEOUT=30 \ No newline at end of file diff --git a/python/valuecell/agents/sec_13F_agent.py b/python/valuecell/agents/sec_13F_agent.py index 1205d5f79..a9678dbef 100644 --- a/python/valuecell/agents/sec_13F_agent.py +++ b/python/valuecell/agents/sec_13F_agent.py @@ -34,12 +34,12 @@ class Sec13FundAgentConfig: def __init__(self): self.sec_email = os.getenv("SEC_EMAIL", "your.name@example.com") - self.parser_model_id = os.getenv("PARSER_MODEL_ID", "openai/gpt-4o-mini") + self.parser_model_id = os.getenv("SEC_PARSER_MODEL_ID", "openai/gpt-4o-mini") self.analysis_model_id = os.getenv( - "ANALYSIS_MODEL_ID", "deepseek/deepseek-chat-v3-0324" + "SEC_ANALYSIS_MODEL_ID", "deepseek/deepseek-chat-v3-0324" ) - self.max_filings = int(os.getenv("MAX_FILINGS", "5")) - self.request_timeout = int(os.getenv("REQUEST_TIMEOUT", "30")) + self.max_filings = int(os.getenv("SEC_MAX_FILINGS", "5")) + self.request_timeout = int(os.getenv("SEC_REQUEST_TIMEOUT", "30")) # @serve(name="sec13fundAgent")